Can I Run GLM-4 9B on Apple M1 Pro?

Written by Jakub Rusinowski · Last updated July 12, 2026

Yes. GLM-4 9B needs 7.4 GB at 8K context (5.4 GB weights + 2 GB KV cache/overhead) at Q4_K_M and the Apple M1 Pro has 24 GB usable, leaving about 16.6 GB of headroom, at roughly 17 tok/s (estimated) with room for up to 64K of context.

See what else this hardware can run →

The numbers

ModelGLM-4 9B
Parameters9B
QuantizationQ4_K_M
VRAM needed (8K context)7.4 GB
Apple M1 Pro usable memory24 GB
VerdictRuns
Max context64K
Estimated speed~17 tok/s

GLM-4 9B on the Apple M1 Pro: VRAM by quantization

QuantVRAM neededFits 32 GB?Max contextWhole PC
F1620 GB✓ Yes32K—
Q8_011.6 GB✓ Yes64K—
Q6_K9.4 GB✓ Yes64K—
Q5_K_M8.4 GB✓ Yes64K—
Q4_K_M7.4 GB✓ Yes64K—
Q3_K_M5.8 GB✓ Yes64K—
Q2_K5 GB✓ Yes64K—

Assumes an 8K-token context with an f16 KV cache, on an estimated architecture — this model publishes no config we can read. A longer window needs more; a quantized KV cache needs less. “Max context” is the largest window that still fits in 32 GB of unified memory. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

Context costs VRAM too. At Q4_K_M on the Apple M1 Pro: 8K 7.4 GB · 32K 11.1 GB · 125K 25.1 GB ✗. Past 125K it no longer fits 32 GB — a q8_0 KV cache buys roughly half of that back, which the calculator will price for you.

What to do next

Nothing to change — run it at Q4_K_M. If you want more capability, check whether the next size up also fits.

No compatible GPU? GLM-4 9B on 8 GB of system RAM, CPU only: runs, but it is tight.

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Running GLM-4 9B on this card:

Apple MacBook Pro M1 Pro
32 GB VRAM · 30 W board power
2026 prices are volatile — check the current listing.
Check price on Amazon

Won't fit — rent GLM-4 9B instead

GLM-4 9B needs ~7 GB but this GPU has 32 GB. Rent a RTX 4090 (24 GB)-class GPU by the hour instead of buying one:

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RunPod $0.34/hr
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Rent on Vast.ai →

Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.

Other GLM-4.7 / GLM-Z1 sizes on the Apple M1 Pro

GLM-4 9B on nearby hardware

All GLM-4.7 / GLM-Z1 sizes on the Apple M1 Pro | GLM-4 9B model page | Apple M1 Pro GPU page | VRAM calculator | Check your hardware